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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning CVPR 2020
Single-Side Domain Generalization for Face Anti-Spoofing CVPR 2020
CNN-Generated Images Are Surprisingly Easy to Spot... for Now CVPR 2020
Learning Meta Face Recognition in Unseen Domains CVPR 2020
Deep Residual Flow for Out of Distribution Detection CVPR 2020
Exploring Data Aggregation in Policy Learning for Vision-Based Urban Autonomous Driving CVPR 2020
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law NIPS 2020
Deep Domain-Adversarial Image Generation for Domain Generalisation AAAI 2020
Calibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification WACV 2020
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages COLING 2020
Efficient Domain Generalization via Common-Specific Low-Rank Decomposition ICML 2020
Informative Dropout for Robust Representation Learning: A Shape-bias Perspective ICML 2020
An Analysis of Dataset Overlap on Winograd-Style Tasks COLING 2020
Automatic Curriculum Learning For Deep RL: A Short Survey IJCAI 2020
Certified Robustness to Adversarial Word Substitutions IJCNLP 2019
D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension EMNLP 2019
Generalizing Question Answering System with Pre-trained Language Model Fine-tuning EMNLP 2019
Not Using the Car to See the Sidewalk -- Quantifying and Controlling the Effects of Context in Classification and Segmentation CVPR 2019
AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs CVPR 2019
On the Effectiveness of Low Frequency Perturbations IJCAI 2019
Robust Embedding with Multi-Level Structures for Link Prediction IJCAI 2019
Distributionally Robust Submodular Maximization AISTATS 2019
Generalising Fine-Grained Sketch-Based Image Retrieval CVPR 2019
BN-invariant Sharpness Regularizes the Training Model to Better Generalization IJCAI 2019
Self-Critical Reasoning for Robust Visual Question Answering NIPS 2019